Publications

The Deep Visual Learning research group consistently publishes in the most prestigious venues in artificial intelligence, including CVPR, ICCV, ECCV, NeurIPS, ICLR and AAAI, as well as top journals such as IEEE TPAMI and IJCV.

ICASSP 2024
C, Mohamad Hassan N; Bhattacharya, Avigyan; da Costa, Victor G. Turrisi; Banerjee, Biplab; Ricci, Elisa,

Enhancing the Domain Robustness of Self-Supervised pre-Training with Synthetic Images,
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2024, Seoul, Republic of Korea, April 14-19, 2024,
IEEE,
2024
, pp. 5470-
5474
ICLR 2024
Liu, Mingxuan; Roy, Subhankar; Li, Wenjing; Zhong, Zhun; Sebe, Nicu; Ricci, Elisa,

Democratizing Fine-grained Visual Recognition with Large Language Models,
The Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7-11, 2024,
OpenReview.net,
2024
ICPR 2024
Laiti, Francesco; Liberatori, Benedetta; De Min, Thomas; Ricci, Elisa,

Conditioned Prompt-Optimization for Continual Deepfake Detection,
Pattern Recognition - 27th International Conference, ICPR 2024, Kolkata, India, December 1-5, 2024, Proceedings, Part IX,
Springer,
vol. 15309,
2024
, pp. 64-
79
ICPR 2024
Liu, Mingxuan; Roy, Subhankar; Zhong, Zhun; Sebe, Nicu; Ricci, Elisa,

Large-Scale Pre-trained Models are Surprisingly Strong in Incremental Novel Class Discovery,
Pattern Recognition - 27th International Conference, ICPR 2024, Kolkata, India, December 1-5, 2024, Proceedings, Part XVI,
Springer,
vol. 15316,
2024
, pp. 126-
142
ICPR 2024
Bosetti, Massimo; Zhang, Shibingfeng; Liberatori, Benedetta; Zara, Giacomo; Ricci, Elisa; Rota, Paolo,

Text-Enhanced Zero-Shot Action Recognition: A Training-Free Approach,
Pattern Recognition - 27th International Conference, ICPR 2024, Kolkata, India, December 1-5, 2024, Proceedings, Part XV,
Springer,
vol. 15315,
2024
, pp. 327-
342
NeurIPS 2024
Farina, Matteo; Franchi, Gianni; Iacca, Giovanni; Mancini, Massimiliano; Ricci, Elisa,

Frustratingly Easy Test-Time Adaptation of Vision-Language Models,
Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024,
2024
RTSI 2024
Tur, Anil Osman; Conti, Alessandro; Beyan, Cigdem; Boscaini, Davide; Larcher, Roberto; Messelodi, Stefano; Poiesi, Fabio; Ricci, Elisa,

Exploring Fine-Grained Retail Product Discrimination with Zero-Shot Object Classification Using Vision-Language Models,
8th IEEE Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024, Milano, Italy, September 18-20, 2024,
IEEE,
2024
, pp. 97-
102
WACV 2024
Bose, Shirsha; Jha, Ankit; Fini, Enrico; Singha, Mainak; Ricci, Elisa; Banerjee, Biplab,

StyLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-based Domain Generalization,
IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2024, Waikoloa, HI, USA, January 3-8, 2024,
IEEE,
2024
, pp. 5530-
5540
Li, Jinlong; Jie, Zequn; Ricci, Elisa; Ma, Lin; Sebe, Nicu,

Enhancing Robustness of Vision-Language Models through Orthogonality Learning and Cross-Regularization,
in «arXiv preprint arXiv:2407.08374»,
2024
De Min, Thomas; Roy, Subhankar; Mancini, Massimiliano; Lathuilière, Stéphane; Ricci, Elisa,

One-Shot Unlearning of Personal Identities,
in «arXiv preprint arXiv:2407.12069»,
2024
Liu, Mingxuan; Zhong, Zhun; Li, Jun; Franchi, Gianni; Roy, Subhankar; Ricci, Elisa,

Organizing Unstructured Image Collections using Natural Language,
in «arXiv preprint arXiv:2410.05217»,
2024
CVPR 2024
Mazzucchelli, Alessio; Garcia-Garcia, Adrian; Garces, Elena; Rivas-Manzaneque, Fernando; Moreno-Noguer, Francesc; Sánchez, Adrián Peñate,

IReNe: Instant Recoloring of Neural Radiance Fields,
IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, Seattle, WA, USA, June 16-22, 2024,
IEEE,
2024
, pp. 5937-
5946
AI Review
Jiao, Runyu; Wan, Yi; Poiesi, Fabio; Wang, Yiming,

Survey on video anomaly detection in dynamic scenes with moving cameras,
in «Artif. Intell. Rev.»,
vol. 56,
n. Supplement 3,
2023
, pp. 3515-
3570
TPAMI
Giuliari, Francesco; Skenderi, Geri; Cristani, Marco; Del Bue, Alessio; Wang, Yiming,

Leveraging Commonsense for Object Localisation in Partial Scenes,
in «IEEE Trans. Pattern Anal. Mach. Intell.»,
vol. 45,
n. 10,
2023
, pp. 12038-
12049
RA-L
Zhou, Youjie; Mei, Guofeng; Wang, Yiming; Poiesi, Fabio; Wan, Yi,

Attentive Multimodal Fusion for Optical and Scene Flow,
in «IEEE Robotics Autom. Lett.»,
vol. 8,
n. 10,
2023
, pp. 6091-
6098
ICASSP 2023
Ren, Bin; Tang, Hao; Wang, Yiming; Li, Xia; Wang, Wei; Sebe, Nicu,

PI-Trans: Parallel-Convmlp and Implicit-Transformation Based Gan for Cross-View Image Translation,
IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023,
IEEE,
2023
, pp. 1-
5
ICRA 2023
Mohammadi, Seyed Saber; Duarte, Nuno Ferreira; Dimou, Dimitrios; Wang, Yiming; Taiana, Matteo; Morerio, Pietro; Dehban, Atabak; Moreno, Plinio; Bernardino, Alexandre; Del Bue, Alessio; Santos-Victor, José,

3DSGrasp: 3D Shape-Completion for Robotic Grasp,
IEEE International Conference on Robotics and Automation, ICRA 2023, London, UK, May 29 - June 2, 2023,
IEEE,
2023
, pp. 3815-
3822
NeurIPS 2023
Conti, Alessandro; Fini, Enrico; Mancini, Massimiliano; Rota, Paolo; Wang, Yiming; Ricci, Elisa,

Vocabulary-free Image Classification,
Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023,
2023
WACV 2023
Mattolin, Giulio; Zanella, Luca; Ricci, Elisa; Wang, Yiming,

ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-based Mixing,
IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2023, Waikoloa, HI, USA, January 2-7, 2023,
IEEE,
2023
, pp. 423-
433
Pattern Recognition
Vaquero, Lorenzo; Brea, Víctor M.; Mucientes, Manuel,

Real-time siamese multiple object tracker with enhanced proposals,
in «Pattern Recognit.»,
vol. 135,
2023
, pp. 109141-

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